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Table of contents

  1. Front Matter
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  2. Knowledge discovery in databases: An overview
    Usama Fayyad
    Pages 1-16
  3. On the complexity of some Inductive Logic Programming problems
    Georg Gottlob, Nicola Leone, Francesco Scarcello
    Pages 17-32
  4. Inductive logic programming and constraint logic programming (abstract)
    Jean-François Puget
    Pages 33-33
  5. Learning phonetic rules in a speech recognition system
    Zoltán Alexin, János Csirik, Tibor Gyimóthy, Mark Jelasity, László Tóth
    Pages 35-44
  6. Cautious induction in inductive logic programming
    Simon Anthony, Alan M. Frisch
    Pages 45-60
  7. Generating numerical literals during refinement
    Simon Anthony, Alan M. Frisch
    Pages 61-76
  8. Lookahead and discretization in ILP
    Hendrik Blockeel, Luc De Raedt
    Pages 77-84
  9. Data mining via ILP: The application of Progol to a database of enantioseparations
    Christopher H. Bryant
    Pages 85-92
  10. Part-of-speech tagging using Progol
    James Cussens
    Pages 93-108
  11. Maximum Entropy modeling with Clausal Constraints
    Luc Dehaspe
    Pages 109-124
  12. Mining association rules in multiple relations
    Luc Dehaspe, Luc De Raedt
    Pages 125-132
  13. Using logical decision trees for clustering
    Luc De Raedt, Hendrik Blockeel
    Pages 133-140
  14. Induction of Slovene nominal paradigms
    Sašo Džeroski, Tomaž Erjavec
    Pages 141-148
  15. Normal forms for inductive logic programming
    Peter A. Flach
    Pages 149-156
  16. On a sufficient condition for the existence of most specific hypothesis in progol
    Koichi Furukawa, Tomoko Murakami, Ken Ueno, Tomonobu Ozaki, Keiko Shimazu
    Pages 157-164
  17. Induction of logic programs with more than one recursive clause by analyzing saturations
    Mitsue Furusawa, Nobuhiro Inuzuka, Hirohisa Seki, Hidenori Itoh
    Pages 165-172
  18. A logical framework for graph theoretical decision tree learning
    Peter Geibel, Fritz Wysotzki
    Pages 173-180
  19. Learning with abduction
    A. C. Kakas, F. Riguzzi
    Pages 181-188
  20. Systematic Predicate Invention in Inductive Logic Programming
    Lionel Martin, Christel Vrain
    Pages 189-204
  21. Learning programs in the event calculus
    Stephen Moyle, Stephen Muggleton
    Pages 205-212
  22. Distance between Herbrand interpretations: A measure for approximations to a target concept
    Shan-Hwei Nienhuys-Cheng
    Pages 213-226
  23. Realizing Progol by forward reasoning
    Tomonobu Ozaki, Koichi Furukawa, Tomoko Murakami, Ken Ueno
    Pages 227-234
  24. Probabilistic first-order classification
    Uroš Pompe, Igor Kononenko
    Pages 235-242
  25. Learning Horn definitions with equivalence and membership queries
    Chandra Reddy, Prasad Tadepalli
    Pages 243-255
  26. Using abstraction schemata in inductive logic programming
    Ken Sadohar, Makoto Haraguchi
    Pages 256-263
  27. Distance induction in first order logic
    Michèle Sebag
    Pages 264-272
  28. Carcinogenesis predictions using ILP
    A. Srinivasan, R. D. King, S. H. Muggleton, M. J. E. Sternberg
    Pages 273-287
  29. Discovery of first-order regularities in a relational database using ofine candidate determination
    Irene Weber
    Pages 288-295
  30. Which hypotheses can be found with inverse entailment?
    Akihiro Yamamoto
    Pages 296-308
  31. Back Matter
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About these proceedings

Introduction

This book constitutes the refereed proceedings of the 7th International Workshop on Inductive Logic Programming, ILP-97, held in Prague, Czech Republic, in September 1997.
The volume presents revised versions of nine papers in long version and 17 short papers accepted after a thorough reviewing process. Also included are three invited papers by Usama Fayyad, Jean-Francois Puget, and Georg Gottlob. Among the topics addressed are various logic programming issues, natural language processing, speech processing, abductive learning, data mining, knowledge discovery, and relational database systems.

Keywords

data mining knowledge knowledge discovery learning logic programming speech processing

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-63514-9
  • Copyright Information Springer-Verlag Berlin Heidelberg 1997
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-63514-7
  • Online ISBN 978-3-540-69587-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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